Azure AI Studio (AI Foundry)

Name: Azure AI Studio (AI Foundry)
Rating: 4.1 (29 reviews)

Created byHussein Awad | Azure | Ex-Amazon

Last updated 3/2025

English

English [Auto],

What you'll learn

Azure AI Foundry
PromptFlow SDK
OpenAI Models
Azure Speech

Course content

1 section • 10 lectures • 1h 53m total length

What is Azure AI Foundry?3:36
Explore Azure AI Studio, part of Azure AI Foundry, to create AI applications safely and responsibly. Browse 1800 models, customize outputs with prompt catalog, and manage quotas and hubs.
Create your first Azure AI Foundry project5:45
Create your first Azure AI foundry project in Azure AI Studio by configuring a new AI hub, subscription, resource group, and AI services connection to Azure AI and OpenAI.
Build Chat app using Prompt Flow SDK17:04
Set up a local development environment with the Prompt Flow SDK, deploy a GPT version four model, and trace and evaluate LM calls in Azure AI Studio.
Azure OpenAI Assistant4:02
Deploy a GPT 3.5 turbo 0613 in Azure AI Studio, create a math assistant in eastern US region, and enable code interpreter and functions or logic apps for custom workflows.
Build a custom chat app with Prompt Flow SDK51:15
Build a camping gear–focused chat app with the prompt flow sdk that answers tent and shoe questions from your data, using GPT 3.5 turbo and Ada2 embeddings in UK South.
What is Azure OpenAI?3:21
Explore Azure OpenAI, a set of rest APIs to access OpenAI language models like GPT and embedding models for tasks such as text generation and summarization, via Azure AI Studio.
Deploy Azure OpenAI Model4:15
Deploy an Azure Open AI model in Canada East, checking regional availability and GPT-4 options via model catalog or deployments. Interact via the playground or code samples.
Assistant and code interpreter14:44
Deploy an AI assistant in Azure AI Studio with Python, showing API key and managed identity authentication, deploying GPT-4, configuring environment variables, and solving a math equation.
Analyse images and video with GPT-4 for Vision in the playground3:17
Learn to analyze images with GPT-4 for vision in Azure AI Foundry, deploy in Canada East, and describe incidents such as car accidents to support insurance workflows.
Real-time speech to text6:09
Explore real-time speech to text and translation with Azure AI Studio (AI Foundry) and Python, previewing transcription details like confidence and duration, including Arabic to English translation.

Requirements

Basic Azure skills

Description

Dive into the world of Artificial Intelligence with Microsoft Azure AI Foundry. This beginner-friendly course is designed to introduce you to the fundamentals of Azure's AI services. You'll gain hands-on experience and learn how to start building and deploying AI solutions using Azure's powerful tools. You will also see the seemless integration between Azure AI Foundry and your Azure subscription, to make it easy for you to leverage your Azure services within Azure AI Foundry

What You'll Learn:

Overview of Azure AI and its capabilities
Explore the Promptflow SDK to streamline and automate your AI workflows, making it easier to build, test, and deploy AI models on Azure.
Leverage the PromptFlow SDK to create an intelligent chat application, enabling seamless AI-driven conversations.
Utilize Azure OpenAI to integrate advanced language models into your applications, enabling powerful natural language processing capabilities.
Simple AI solution deployment on Azure

Who This Course Is For:

Beginners with no prior experience in AI or Azure
Developers new to AI looking to integrate basic AI capabilities into their applications
IT professionals seeking to understand the basics of AI and cloud computing
Anyone curious about AI and how to get started with Azure

Join us and take your first steps into the exciting world of Azure AI!

Who this course is for:

AI Engineer, Software Engineer, Cloud Engineer